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interferenceCI (version 1.1)

Exact Confidence Intervals in the Presence of Interference

Description

Computes large sample confidence intervals of Liu and Hudgens (2014), exact confidence intervals of Tchetgen Tchetgen and VanderWeele (2012), and exact confidence intervals of Rigdon and Hudgens (2014) for treatment effects on a binary outcome in two-stage randomized experiments with interference.

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Version

Install

install.packages('interferenceCI')

Monthly Downloads

20

Version

1.1

License

GPL-3

Maintainer

Last Published

January 8th, 2015

Functions in interferenceCI (1.1)

Computes permutation test p-value

Function to ensure that probability lies in interval $[0, 1]$

interferenceCI-package

Exact confidence intervals in the presence of interference

Compute randomization matrix

Local linear interpolation function

Compute single $n \choose m$ randomization

Estimates and bounds for treatment effects on a binary outcome in a two-stage randomized experiment with interference

Large sample confidence intervals for treatment effects on a binary outcome in a two-stage randomized experiment with interference

Targeted sampling of sharp null hypotheses

Exact confidence intervals for treatment effects on a binary outcome in a two-stage randomized experiment with interference

Conservative exact confidence intervals for treatment effects on a binary outcome in a two-stage randomized experiment with interference